What’s in a name? The effect of named entities on topic modelling interpretability

IF 6.3 1区文学 Q1 COMMUNICATION

Communication Methods and Measures Pub Date : 2024-01-29 DOI:10.1080/19312458.2024.2302120

Petro Tolochko, Paul Balluff, Jana Bernhard, Sebastian Galyga, Noëlle S. Lebernegg, Hajo G. Boomgaarden

引用次数: 0

Abstract

Topic Modelling has established itself as one of the major text-as-data methodologies within the social sciences in general, and in communications science, in particular. The core strength of TM ap...

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名称中有什么？命名实体对主题建模可解释性的影响

主题建模（Topic Modelling）已成为社会科学领域，尤其是传播科学领域的主要文本即数据方法之一。主题建模的核心优势在于...

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来源期刊

Communication Methods and Measures COMMUNICATION-

CiteScore

21.10

自引率

1.80%

发文量

期刊介绍： Communication Methods and Measures aims to achieve several goals in the field of communication research. Firstly, it aims to bring attention to and showcase developments in both qualitative and quantitative research methodologies to communication scholars. This journal serves as a platform for researchers across the field to discuss and disseminate methodological tools and approaches. Additionally, Communication Methods and Measures seeks to improve research design and analysis practices by offering suggestions for improvement. It aims to introduce new methods of measurement that are valuable to communication scientists or enhance existing methods. The journal encourages submissions that focus on methods for enhancing research design and theory testing, employing both quantitative and qualitative approaches. Furthermore, the journal is open to articles devoted to exploring the epistemological aspects relevant to communication research methodologies. It welcomes well-written manuscripts that demonstrate the use of methods and articles that highlight the advantages of lesser-known or newer methods over those traditionally used in communication. In summary, Communication Methods and Measures strives to advance the field of communication research by showcasing and discussing innovative methodologies, improving research practices, and introducing new measurement methods.